Python package for targeted inference.
Project description
Targeted Learning Library
Python package for targeted inference.
targeted provides a number of methods for semi-parametric estimation. The library also contains implementations of various parametric models (including different discrete choice models) and model diagnostics tools.
The implemention currently includes
- Risk regression models with binary exposure (Richardson et al., 2017, doi:10.1080/01621459.2016.1192546)
- Augmented Inverse Probability Weighted estimators for missing data and causal inference (Bang and Robins, 2005, doi:10.1111/j.1541-0420.2005.00377.x)
- Model diagnostics based on cumulative residuals methods
- Efficient weighted Pooled Adjacent Violator Algorithms
- Nested multinomial logit models
Documentation and tutorials can be found at https://targetlib.org/python/.
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MD5 | 8b294fa5cf94303e0ec47b02e79173a6 |
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MD5 | 7e2736c842ecf071aa3e1aca1f28aabb |
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MD5 | 6f6657cdd48fa87d1c89d1ebaf21d68b |
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MD5 | 5e5a29e0213459c505df7800da48d8ef |
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MD5 | 5bad0f51de0300993bc5baae076dd1f4 |
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MD5 | f566d9a938c01f2f3a1a3ae0b76fbf50 |
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MD5 | bc50e04e17f3f4821ad9ef20e486aed4 |
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MD5 | 8cf80c99a2244039fd6d52a9029bf3a3 |
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MD5 | 276a62167e9714374606fe77af4c5d3d |
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SHA256 | 1c98e1713f12ccb27c1061d38eae7abd6e74b538a8bcf9b9f5fefa782f9cac84 |
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MD5 | 42053366c1e5ac9bd620984bad0dbce5 |
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